agent-experience

Evaluate product onboarding ease by having AI agents perform documented tasks.

3.7k|235|Updated Oct 12, 2025
One-click install
npx skills add https://github.com/browserbase/skills --skill agent-experience
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-experience
Source: https://github.com/browserbase/skills/tree/main/skills/agent-experience
Command: npx skills add https://github.com/browserbase/skills --skill agent-experience

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill assesses the ease of onboarding and usability of a product, SDK, or documentation by having AI agents attempt tasks with minimal guidance.

Core Features & Use Cases

  • Developer Experience Audit: Evaluate how well a product, SDK, or documentation supports AI agents.
  • Parallel Agent Testing: Simultaneously run multiple agents to test different scenarios and capture diverse outcomes.
  • Real-World Task Simulation: Agents follow documentation to complete tasks like setting up an SDK or using an API.

Quick Start

Use the agent-experience skill to audit the setup guide of a product by providing its URL or local path.

Frequently Asked Questions about agent-experience

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I audit developer experience for an SDK or product documentation?

You audit developer experience by deploying AI agents to simulate real-world setup tasks using your SDK or product documentation. Agents attempt to follow guides and use APIs with minimal guidance to capture diverse interaction outcomes and identify friction points.

What is AI agent-based documentation testing?

AI agent-based documentation testing is an evaluation method where autonomous agents follow your setup guides to complete tasks. It assesses how well documentation supports AI agents by focusing on their interaction, setup processes, and error handling without human intervention.

Can I run parallel agent testing to evaluate different SDK setup scenarios?

Yes, you can run parallel agent testing to evaluate different SDK setup scenarios. Simultaneously running multiple agents allows you to test diverse scenarios and capture varied outcomes from a single documentation source to identify usability issues.

Do I need credentials and WebFetch to audit product onboarding with AI agents?

Yes, auditing product onboarding requires AI agent support, WebFetch, and Bash. You may also need credentials for product access so the agents can fully simulate real-world setup and API interaction tasks based on the provided documentation.

How do I test error handling in my API documentation using AI agents?

You test error handling by having AI agents attempt to use your API based on the documentation. The agents interact with the setup process and encounter errors naturally, allowing you to evaluate how well your documentation supports troubleshooting and agent recovery.